Triple

T16823760
Position Surface form Disambiguated ID Type / Status
Subject Palo Pinto County, Texas E408961 entity
Predicate hasTown P847 FINISHED
Object Graford, Texas
Graford, Texas is a small rural city in North Texas known for its close-knit community and proximity to Possum Kingdom Lake.
E1242378 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Graford, Texas | Statement: [Palo Pinto County, Texas, hasTown, Graford, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Graford, Texas
Context triple: [Palo Pinto County, Texas, hasTown, Graford, Texas]
  • A. Groves, Texas
    Groves, Texas is a small city in Jefferson County in Southeast Texas, known as part of the industrial and petrochemical region near Port Arthur and Beaumont.
  • B. Gonzales, Texas
    Gonzales, Texas is a historic town best known as the site of the first battle of the Texas Revolution and the origin of the famous "Come and Take It" slogan.
  • C. Fulshear, Texas
    Fulshear, Texas is a rapidly growing suburban city in the Greater Houston metropolitan area known for its master-planned communities and semi-rural character.
  • D. Garland, Texas
    Garland, Texas is a large suburban city in northeastern Texas known for its diverse community, manufacturing base, and role as a major suburb of Dallas within the Dallas–Fort Worth metropolitan area.
  • E. Seguin, Texas
    Seguin, Texas is a historic small city in south-central Texas known for its pecan industry, German heritage, and location east of San Antonio.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Graford, Texas
Triple: [Palo Pinto County, Texas, hasTown, Graford, Texas]
Generated description
Graford, Texas is a small rural city in North Texas known for its close-knit community and proximity to Possum Kingdom Lake.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Graford, Texas
Target entity description: Graford, Texas is a small rural city in North Texas known for its close-knit community and proximity to Possum Kingdom Lake.
  • A. Groves, Texas
    Groves, Texas is a small city in Jefferson County in Southeast Texas, known as part of the industrial and petrochemical region near Port Arthur and Beaumont.
  • B. Gonzales, Texas
    Gonzales, Texas is a historic town best known as the site of the first battle of the Texas Revolution and the origin of the famous "Come and Take It" slogan.
  • C. Fulshear, Texas
    Fulshear, Texas is a rapidly growing suburban city in the Greater Houston metropolitan area known for its master-planned communities and semi-rural character.
  • D. Garland, Texas
    Garland, Texas is a large suburban city in northeastern Texas known for its diverse community, manufacturing base, and role as a major suburb of Dallas within the Dallas–Fort Worth metropolitan area.
  • E. Seguin, Texas
    Seguin, Texas is a historic small city in south-central Texas known for its pecan industry, German heritage, and location east of San Antonio.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d88394566c8190b3dcbdc72935f7fa completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b2e838e881908b650194c9b94886 completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d452505c8190b6d37b54b2f665f0 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d4f1bfa48190903bedc43ed6db75 completed May 10, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_6a00d59b96108190a0e55f01529a0b64 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 5:23 a.m.